Is it possible to hide curves' guides in edit mode?
Those black lines are the normals for the curve. 

Blender 2.79:

You can change the way they are displayed in the "Curve Display" tab.



Blender 2.80



To make them smaller change the normal size.

To make them disappear uncheck the normals box.